Fix code review feedback: remove erroneous category, use field existence checks

Co-authored-by: seanthegeek <44679+seanthegeek@users.noreply.github.com>

.github/workflows/python-tests.yml

@@ -30,7 +30,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
+        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13", "3.14"]
 
     steps:
     - uses: actions/checkout@v5

README.md

@@ -61,4 +61,4 @@ for RHEL or Debian.
 | 3.11    | ✅         | Actively maintained; supported until June 2028 (Debian 12) |
 | 3.12    | ✅         | Actively maintained; supported until May 2035 (RHEL 10)    |
 | 3.13    | ✅         | Actively maintained; supported until June 2030 (Debian 13) |
-| 3.14    | ❌         | Not currently supported due to [this imapclient bug](https://github.com/mjs/imapclient/issues/618)|
+| 3.14    | ✅         | Actively maintained                                        |

ci.ini

@@ -3,6 +3,7 @@ save_aggregate = True
 save_forensic = True
 save_smtp_tls = True
 debug = True
+offline = True
 
 [elasticsearch]
 hosts = http://localhost:9200

docs/source/index.md

@@ -61,7 +61,7 @@ for RHEL or Debian.
 | 3.11    | ✅         | Actively maintained; supported until June 2028 (Debian 12) |
 | 3.12    | ✅         | Actively maintained; supported until May 2035 (RHEL 10)    |
 | 3.13    | ✅         | Actively maintained; supported until June 2030 (Debian 13) |
-| 3.14    | ❌         | Not currently supported due to [this imapclient bug](https://github.com/mjs/imapclient/issues/618)|
+| 3.14    | ✅         | Actively maintained                                        |
 
 ```{toctree}
 :caption: 'Contents'

docs/source/usage.md

@@ -171,8 +171,8 @@ The full set of configuration options are:
   - `check_timeout` - int: Number of seconds to wait for a IMAP
       IDLE response or the number of seconds until the next
       mail check (Default: `30`)
-  - `since` - str: Search for messages since certain time. (Examples: `5m|3h|2d|1w`) 
-      Acceptable units - {"m":"minutes", "h":"hours", "d":"days", "w":"weeks"}. 
+  - `since` - str: Search for messages since certain time. (Examples: `5m|3h|2d|1w`)
+      Acceptable units - {"m":"minutes", "h":"hours", "d":"days", "w":"weeks"}.
       Defaults to `1d` if incorrect value is provided.
 - `imap`
   - `host` - str: The IMAP server hostname or IP address
@@ -240,7 +240,7 @@ The full set of configuration options are:
     group and use that as the group id.
 
     ```powershell
-    New-ApplicationAccessPolicy -AccessRight RestrictAccess 
+    New-ApplicationAccessPolicy -AccessRight RestrictAccess
     -AppId "<CLIENT_ID>" -PolicyScopeGroupId "<MAILBOX>"
     -Description "Restrict access to dmarc reports mailbox."
     ```
@@ -336,13 +336,65 @@ The full set of configuration options are:
   - `secret_access_key` - str: The secret access key (Optional)
 - `syslog`
   - `server` - str: The Syslog server name or IP address
-  - `port` - int: The UDP port to use (Default: `514`)
+  - `port` - int: The port to use (Default: `514`)
+  - `protocol` - str: The protocol to use: `udp`, `tcp`, or `tls` (Default: `udp`)
+  - `cafile_path` - str: Path to CA certificate file for TLS server verification (Optional)
+  - `certfile_path` - str: Path to client certificate file for TLS authentication (Optional)
+  - `keyfile_path` - str: Path to client private key file for TLS authentication (Optional)
+  - `timeout` - float: Connection timeout in seconds for TCP/TLS (Default: `5.0`)
+  - `retry_attempts` - int: Number of retry attempts for failed connections (Default: `3`)
+  - `retry_delay` - int: Delay in seconds between retry attempts (Default: `5`)
+
+  **Example UDP configuration (default):**
+
+  ```ini
+  [syslog]
+  server = syslog.example.com
+  port = 514
+  ```
+
+  **Example TCP configuration:**
+
+  ```ini
+  [syslog]
+  server = syslog.example.com
+  port = 6514
+  protocol = tcp
+  timeout = 10.0
+  retry_attempts = 5
+  ```
+
+  **Example TLS configuration with server verification:**
+
+  ```ini
+  [syslog]
+  server = syslog.example.com
+  port = 6514
+  protocol = tls
+  cafile_path = /path/to/ca-cert.pem
+  timeout = 10.0
+  ```
+
+  **Example TLS configuration with mutual authentication:**
+
+  ```ini
+  [syslog]
+  server = syslog.example.com
+  port = 6514
+  protocol = tls
+  cafile_path = /path/to/ca-cert.pem
+  certfile_path = /path/to/client-cert.pem
+  keyfile_path = /path/to/client-key.pem
+  timeout = 10.0
+  retry_attempts = 3
+  retry_delay = 5
+  ```
 - `gmail_api`
   - `credentials_file` - str: Path to file containing the
       credentials, None to disable (Default: `None`)
   - `token_file` - str: Path to save the token file
       (Default: `.token`)
-      
+
     :::{note}
     credentials_file and token_file can be got with [quickstart](https://developers.google.com/gmail/api/quickstart/python).Please change the scope to `https://www.googleapis.com/auth/gmail.modify`.
     :::
@@ -442,7 +494,7 @@ Update the limit to 2k per example:
 PUT _cluster/settings
 {
   "persistent" : {
-    "cluster.max_shards_per_node" : 2000 
+    "cluster.max_shards_per_node" : 2000
   }
 }
 ```

google_secops_parser/README.md

@@ -0,0 +1,132 @@
+# Google SecOps Parser for parsedmarc
+
+A [Google Security Operations (Chronicle)](https://cloud.google.com/security/products/security-operations) custom parser for ingesting [parsedmarc](https://domainaware.github.io/parsedmarc/) syslog events into the Unified Data Model (UDM).
+
+## Overview
+
+parsedmarc sends DMARC aggregate reports, forensic reports, and SMTP TLS reports as JSON-formatted syslog messages. This parser transforms those JSON events into Google SecOps UDM events for threat detection and investigation.
+
+### Supported Report Types
+
+| Report Type | UDM Event Type | Description |
+|---|---|---|
+| DMARC Aggregate | `EMAIL_TRANSACTION` | Aggregate DMARC authentication results from reporting organizations |
+| DMARC Forensic | `EMAIL_TRANSACTION` | Individual email authentication failure reports |
+| SMTP TLS | `GENERIC_EVENT` | SMTP TLS session success/failure reports (RFC 8460) |
+
+## UDM Field Mappings
+
+### DMARC Aggregate Reports
+
+| parsedmarc Field | UDM Field | Notes |
+|---|---|---|
+| `source_ip_address` | `principal.ip` | IP address of the email source |
+| `source_reverse_dns` | `principal.hostname` | Reverse DNS of source |
+| `source_country` | `principal.location.country_or_region` | GeoIP country of source |
+| `header_from` | `network.email.from` | From header domain |
+| `envelope_from` | `network.email.mail_from` | Envelope sender |
+| `envelope_to` | `network.email.to` | Envelope recipient |
+| `domain` | `target.hostname` | Domain the report is about |
+| `report_id` | `metadata.product_log_id` | Report identifier |
+| `disposition` | `security_result.action` | `none`→`ALLOW`, `quarantine`→`QUARANTINE`, `reject`→`BLOCK` |
+| `dmarc_aligned` | `additional.fields` | Whether DMARC passed |
+| `spf_aligned` | `additional.fields` | Whether SPF was aligned |
+| `dkim_aligned` | `additional.fields` | Whether DKIM was aligned |
+| `org_name` | `additional.fields` | Reporting organization name |
+| `count` | `additional.fields` | Number of messages |
+| `p`, `sp`, `pct` | `additional.fields` | DMARC policy settings |
+| `dkim_domains`, `dkim_results` | `additional.fields` | DKIM authentication details |
+| `spf_domains`, `spf_results` | `additional.fields` | SPF authentication details |
+
+### DMARC Forensic Reports
+
+| parsedmarc Field | UDM Field | Notes |
+|---|---|---|
+| `source_ip_address` | `principal.ip` | IP address of the email source |
+| `source_reverse_dns` | `principal.hostname` | Reverse DNS of source |
+| `source_country` | `principal.location.country_or_region` | GeoIP country of source |
+| `original_mail_from` | `network.email.from` | Original sender |
+| `original_rcpt_to` | `network.email.to` | Original recipient |
+| `subject` | `network.email.subject` | Email subject |
+| `reported_domain` | `target.hostname` | Reported domain |
+| `message_id` | `metadata.product_log_id` | Email message ID |
+| `arrival_date_utc` | `metadata.event_timestamp` | Arrival timestamp (UTC) |
+| `auth_failure` | `security_result.description` | Type of authentication failure |
+| `feedback_type` | `additional.fields` | Feedback report type |
+| `authentication_results` | `additional.fields` | Full authentication results string |
+| `delivery_result` | `additional.fields` | Email delivery outcome |
+
+### SMTP TLS Reports
+
+| parsedmarc Field | UDM Field | Notes |
+|---|---|---|
+| `sending_mta_ip` | `principal.ip` | Sending MTA IP address |
+| `receiving_ip` | `target.ip` | Receiving MTA IP address |
+| `receiving_mx_hostname` | `target.hostname` | Receiving MX hostname |
+| `report_id` | `metadata.product_log_id` | Report identifier |
+| `organization_name` | `additional.fields` | Reporting organization |
+| `policy_domain` | `additional.fields` | Policy domain |
+| `policy_type` | `additional.fields` | TLS policy type |
+| `successful_session_count` | `additional.fields` | Count of successful TLS sessions |
+| `failed_session_count` | `additional.fields` | Count of failed TLS sessions |
+| `result_type` | `additional.fields` | Failure result type |
+| `failure_reason_code` | `additional.fields` | Failure reason code |
+
+## Installation
+
+### Prerequisites
+
+- A Google Security Operations (Chronicle) tenant
+- parsedmarc configured to send syslog output (see [parsedmarc documentation](https://domainaware.github.io/parsedmarc/))
+
+### Steps
+
+1. **Configure parsedmarc syslog output** in your `parsedmarc.ini`:
+
+   ```ini
+   [syslog]
+   server = your-chronicle-forwarder.example.com
+   port = 514
+   ```
+
+2. **Create the log source** in Google SecOps:
+   - Navigate to **Settings** → **Feeds** → **Add New**
+   - Select **Syslog** as the source type
+   - Configure to listen for parsedmarc syslog messages
+
+3. **Upload the custom parser**:
+   - Navigate to **Settings** → **Parsers**
+   - Click **Create Custom Parser**
+   - Set the **Log Type** to match your feed configuration
+   - Paste the contents of `parsedmarc.conf`
+   - Click **Submit**
+
+4. **Validate** the parser using the Chronicle parser validation tool with sample parsedmarc JSON events.
+
+## Sample Log Events
+
+### Aggregate Report
+
+```json
+{"xml_schema": "1.0", "org_name": "Example Inc", "org_email": "noreply@example.net", "report_id": "abc123", "begin_date": "2024-01-01 00:00:00", "end_date": "2024-01-01 23:59:59", "domain": "example.com", "adkim": "r", "aspf": "r", "p": "reject", "sp": "reject", "pct": "100", "fo": "0", "source_ip_address": "203.0.113.1", "source_country": "United States", "source_reverse_dns": "mail.example.org", "source_base_domain": "example.org", "count": 42, "spf_aligned": true, "dkim_aligned": true, "dmarc_aligned": true, "disposition": "none", "header_from": "example.com", "envelope_from": "example.com", "envelope_to": null, "dkim_domains": "example.com", "dkim_selectors": "selector1", "dkim_results": "pass", "spf_domains": "example.com", "spf_scopes": "mfrom", "spf_results": "pass"}
+```
+
+### Forensic Report
+
+```json
+{"feedback_type": "auth-failure", "user_agent": "Lua/1.0", "version": "1.0", "original_mail_from": "sender@example.com", "original_rcpt_to": "recipient@example.org", "arrival_date": "Mon, 01 Jan 2024 12:00:00 +0000", "arrival_date_utc": "2024-01-01 12:00:00", "source_ip_address": "198.51.100.1", "source_country": "Germany", "source_reverse_dns": "mail.example.com", "source_base_domain": "example.com", "subject": "Test Email", "message_id": "<abc@example.com>", "authentication_results": "dmarc=fail (p=reject; dis=reject) header.from=example.com", "dkim_domain": "example.com", "delivery_result": "reject", "auth_failure": "dmarc", "reported_domain": "example.com", "authentication_mechanisms": "dmarc"}
+```
+
+### SMTP TLS Report
+
+```json
+{"organization_name": "Example Inc", "begin_date": "2024-01-01 00:00:00", "end_date": "2024-01-01 23:59:59", "report_id": "tls-123", "policy_domain": "example.com", "policy_type": "sts", "policy_strings": "version: STSv1; mode: enforce", "mx_host_patterns": "*.mail.example.com", "successful_session_count": 1000, "failed_session_count": 5, "result_type": "certificate-expired", "sending_mta_ip": "203.0.113.10", "receiving_ip": "198.51.100.20", "receiving_mx_hostname": "mx.example.com", "receiving_mx_helo": "mx.example.com", "failure_reason_code": "X509_V_ERR_CERT_HAS_EXPIRED"}
+```
+
+## UDM Reference
+
+For the complete list of UDM fields, see the [Google SecOps UDM field list](https://cloud.google.com/chronicle/docs/reference/udm-field-list).
+
+## License
+
+This parser is part of the [parsedmarc](https://github.com/domainaware/parsedmarc) project and is distributed under the same license.

parsedmarc/__init__.py

@@ -751,8 +751,8 @@ def parse_aggregate_report_xml(
         new_report_metadata["report_id"] = report_id
         date_range = report["report_metadata"]["date_range"]
 
-        begin_ts = int(date_range["begin"])
-        end_ts = int(date_range["end"])
+        begin_ts = int(date_range["begin"].split(".")[0])
+        end_ts = int(date_range["end"].split(".")[0])
         span_seconds = end_ts - begin_ts
 
         normalize_timespan = span_seconds > normalize_timespan_threshold_hours * 3600

parsedmarc/cli.py

@@ -697,6 +697,13 @@ def _main():
         s3_secret_access_key=None,
         syslog_server=None,
         syslog_port=None,
+        syslog_protocol=None,
+        syslog_cafile_path=None,
+        syslog_certfile_path=None,
+        syslog_keyfile_path=None,
+        syslog_timeout=None,
+        syslog_retry_attempts=None,
+        syslog_retry_delay=None,
         gmail_api_credentials_file=None,
         gmail_api_token_file=None,
         gmail_api_include_spam_trash=False,
@@ -1239,6 +1246,28 @@ def _main():
                 opts.syslog_port = syslog_config["port"]
             else:
                 opts.syslog_port = 514
+            if "protocol" in syslog_config:
+                opts.syslog_protocol = syslog_config["protocol"]
+            else:
+                opts.syslog_protocol = "udp"
+            if "cafile_path" in syslog_config:
+                opts.syslog_cafile_path = syslog_config["cafile_path"]
+            if "certfile_path" in syslog_config:
+                opts.syslog_certfile_path = syslog_config["certfile_path"]
+            if "keyfile_path" in syslog_config:
+                opts.syslog_keyfile_path = syslog_config["keyfile_path"]
+            if "timeout" in syslog_config:
+                opts.syslog_timeout = float(syslog_config["timeout"])
+            else:
+                opts.syslog_timeout = 5.0
+            if "retry_attempts" in syslog_config:
+                opts.syslog_retry_attempts = int(syslog_config["retry_attempts"])
+            else:
+                opts.syslog_retry_attempts = 3
+            if "retry_delay" in syslog_config:
+                opts.syslog_retry_delay = int(syslog_config["retry_delay"])
+            else:
+                opts.syslog_retry_delay = 5
 
         if "gmail_api" in config.sections():
             gmail_api_config = config["gmail_api"]
@@ -1436,6 +1465,13 @@ def _main():
             syslog_client = syslog.SyslogClient(
                 server_name=opts.syslog_server,
                 server_port=int(opts.syslog_port),
+                protocol=opts.syslog_protocol or "udp",
+                cafile_path=opts.syslog_cafile_path,
+                certfile_path=opts.syslog_certfile_path,
+                keyfile_path=opts.syslog_keyfile_path,
+                timeout=opts.syslog_timeout if opts.syslog_timeout is not None else 5.0,
+                retry_attempts=opts.syslog_retry_attempts if opts.syslog_retry_attempts is not None else 3,
+                retry_delay=opts.syslog_retry_delay if opts.syslog_retry_delay is not None else 5,
             )
         except Exception as error_:
             logger.error("Syslog Error: {0}".format(error_.__str__()))

parsedmarc/syslog.py

@@ -6,7 +6,10 @@ from __future__ import annotations
 import json
 import logging
 import logging.handlers
-from typing import Any
+import socket
+import ssl
+import time
+from typing import Any, Optional
 
 from parsedmarc import (
     parsed_aggregate_reports_to_csv_rows,
@@ -18,20 +21,150 @@ from parsedmarc import (
 class SyslogClient(object):
     """A client for Syslog"""
 
-    def __init__(self, server_name: str, server_port: int):
+    def __init__(
+        self,
+        server_name: str,
+        server_port: int,
+        protocol: str = "udp",
+        cafile_path: Optional[str] = None,
+        certfile_path: Optional[str] = None,
+        keyfile_path: Optional[str] = None,
+        timeout: float = 5.0,
+        retry_attempts: int = 3,
+        retry_delay: int = 5,
+    ):
         """
         Initializes the SyslogClient
         Args:
             server_name (str): The Syslog server
-            server_port (int): The Syslog UDP port
+            server_port (int): The Syslog port
+            protocol (str): The protocol to use: "udp", "tcp", or "tls" (Default: "udp")
+            cafile_path (str): Path to CA certificate file for TLS server verification (Optional)
+            certfile_path (str): Path to client certificate file for TLS authentication (Optional)
+            keyfile_path (str): Path to client private key file for TLS authentication (Optional)
+            timeout (float): Connection timeout in seconds for TCP/TLS (Default: 5.0)
+            retry_attempts (int): Number of retry attempts for failed connections (Default: 3)
+            retry_delay (int): Delay in seconds between retry attempts (Default: 5)
         """
         self.server_name = server_name
         self.server_port = server_port
+        self.protocol = protocol.lower()
+        self.timeout = timeout
+        self.retry_attempts = retry_attempts
+        self.retry_delay = retry_delay
+
         self.logger = logging.getLogger("parsedmarc_syslog")
         self.logger.setLevel(logging.INFO)
-        log_handler = logging.handlers.SysLogHandler(address=(server_name, server_port))
+
+        # Create the appropriate syslog handler based on protocol
+        log_handler = self._create_syslog_handler(
+            server_name,
+            server_port,
+            self.protocol,
+            cafile_path,
+            certfile_path,
+            keyfile_path,
+            timeout,
+            retry_attempts,
+            retry_delay,
+        )
+
         self.logger.addHandler(log_handler)
 
+    def _create_syslog_handler(
+        self,
+        server_name: str,
+        server_port: int,
+        protocol: str,
+        cafile_path: Optional[str],
+        certfile_path: Optional[str],
+        keyfile_path: Optional[str],
+        timeout: float,
+        retry_attempts: int,
+        retry_delay: int,
+    ) -> logging.handlers.SysLogHandler:
+        """
+        Creates a SysLogHandler with the specified protocol and TLS settings
+        """
+        if protocol == "udp":
+            # UDP protocol (default, backward compatible)
+            return logging.handlers.SysLogHandler(
+                address=(server_name, server_port),
+                socktype=socket.SOCK_DGRAM,
+            )
+        elif protocol in ["tcp", "tls"]:
+            # TCP or TLS protocol with retry logic
+            for attempt in range(1, retry_attempts + 1):
+                try:
+                    if protocol == "tcp":
+                        # TCP without TLS
+                        handler = logging.handlers.SysLogHandler(
+                            address=(server_name, server_port),
+                            socktype=socket.SOCK_STREAM,
+                        )
+                        # Set timeout on the socket
+                        if hasattr(handler, "socket") and handler.socket:
+                            handler.socket.settimeout(timeout)
+                        return handler
+                    else:
+                        # TLS protocol
+                        # Create SSL context with secure defaults
+                        ssl_context = ssl.create_default_context()
+
+                        # Explicitly set minimum TLS version to 1.2 for security
+                        ssl_context.minimum_version = ssl.TLSVersion.TLSv1_2
+
+                        # Configure server certificate verification
+                        if cafile_path:
+                            ssl_context.load_verify_locations(cafile=cafile_path)
+
+                        # Configure client certificate authentication
+                        if certfile_path and keyfile_path:
+                            ssl_context.load_cert_chain(
+                                certfile=certfile_path,
+                                keyfile=keyfile_path,
+                            )
+                        elif certfile_path or keyfile_path:
+                            # Warn if only one of the two required parameters is provided
+                            self.logger.warning(
+                                "Both certfile_path and keyfile_path are required for "
+                                "client certificate authentication. Client authentication "
+                                "will not be used."
+                            )
+
+                        # Create TCP handler first
+                        handler = logging.handlers.SysLogHandler(
+                            address=(server_name, server_port),
+                            socktype=socket.SOCK_STREAM,
+                        )
+
+                        # Wrap socket with TLS
+                        if hasattr(handler, "socket") and handler.socket:
+                            handler.socket = ssl_context.wrap_socket(
+                                handler.socket,
+                                server_hostname=server_name,
+                            )
+                            handler.socket.settimeout(timeout)
+
+                        return handler
+
+                except Exception as e:
+                    if attempt < retry_attempts:
+                        self.logger.warning(
+                            f"Syslog connection attempt {attempt}/{retry_attempts} failed: {e}. "
+                            f"Retrying in {retry_delay} seconds..."
+                        )
+                        time.sleep(retry_delay)
+                    else:
+                        self.logger.error(
+                            f"Syslog connection failed after {retry_attempts} attempts: {e}"
+                        )
+                        raise
+        else:
+            raise ValueError(
+                f"Invalid protocol '{protocol}'. Must be 'udp', 'tcp', or 'tls'."
+            )
+
     def save_aggregate_report_to_syslog(self, aggregate_reports: list[dict[str, Any]]):
         rows = parsed_aggregate_reports_to_csv_rows(aggregate_reports)
         for row in rows:

tests.py

@@ -12,6 +12,9 @@ from lxml import etree
 import parsedmarc
 import parsedmarc.utils
 
+# Detect if running in GitHub Actions to skip DNS lookups
+OFFLINE_MODE = os.environ.get("GITHUB_ACTIONS", "false").lower() == "true"
+
 
 def minify_xml(xml_string):
     parser = etree.XMLParser(remove_blank_text=True)
@@ -121,7 +124,7 @@ class Test(unittest.TestCase):
                 continue
             print("Testing {0}: ".format(sample_path), end="")
             parsed_report = parsedmarc.parse_report_file(
-                sample_path, always_use_local_files=True
+                sample_path, always_use_local_files=True, offline=OFFLINE_MODE
             )["report"]
             parsedmarc.parsed_aggregate_reports_to_csv(parsed_report)
             print("Passed!")
@@ -129,7 +132,7 @@ class Test(unittest.TestCase):
     def testEmptySample(self):
         """Test empty/unparasable report"""
         with self.assertRaises(parsedmarc.ParserError):
-            parsedmarc.parse_report_file("samples/empty.xml")
+            parsedmarc.parse_report_file("samples/empty.xml", offline=OFFLINE_MODE)
 
     def testForensicSamples(self):
         """Test sample forensic/ruf/failure DMARC reports"""
@@ -139,8 +142,12 @@ class Test(unittest.TestCase):
             print("Testing {0}: ".format(sample_path), end="")
             with open(sample_path) as sample_file:
                 sample_content = sample_file.read()
-                parsed_report = parsedmarc.parse_report_email(sample_content)["report"]
-            parsed_report = parsedmarc.parse_report_file(sample_path)["report"]
+                parsed_report = parsedmarc.parse_report_email(
+                    sample_content, offline=OFFLINE_MODE
+                )["report"]
+            parsed_report = parsedmarc.parse_report_file(
+                sample_path, offline=OFFLINE_MODE
+            )["report"]
             parsedmarc.parsed_forensic_reports_to_csv(parsed_report)
             print("Passed!")
 
@@ -152,7 +159,9 @@ class Test(unittest.TestCase):
             if os.path.isdir(sample_path):
                 continue
             print("Testing {0}: ".format(sample_path), end="")
-            parsed_report = parsedmarc.parse_report_file(sample_path)["report"]
+            parsed_report = parsedmarc.parse_report_file(
+                sample_path, offline=OFFLINE_MODE
+            )["report"]
             parsedmarc.parsed_smtp_tls_reports_to_csv(parsed_report)
             print("Passed!")